kfukami/Voronoi-CNN

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Python
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Apache License 2.0
Created over 3 years ago
Updated about 1 year ago

kfukami/Voronoi-CNN

kfukami

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Sample codes for training of Voronoi-tessellation-assisted convolutional neural network by Fukami et al. (Nature Machine Intelligence 2021)

CNN-SINDy-MLROM

Sample codes of CNN-SINDy based reduced-order modeling for fluid flows by Fukami et al., JFM 2021.

Jupyter Notebook

Observable-AE

Sample codes for observable-augmented autoencoder by Fukami and Taira (Nature Communications, 2023)

MLTG_PRFluids2019

Sample code for machine learning based inflow turbulence generator by Fukami et al. (PRFluids, 2019)